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Foundations of Statistical Natural Language Processing Christopher D. Manning, Hinrich Schuetze
Publisher: MIT

From the most basic principles, I will build up the foundation for statistical modeling. Christopher D.Manning & Henrich Schutze, Foundations Of Statistical Natural Language Processing, The MIT Press, 2001. - Manning and Schütze, Foundations Statistical NLP. But they didn't, and come to think of it, .. Get 6th printing, 2003, with most of critical errata folded in (still have to look at errata ) why is it so hard to find at the Stanford bookstore? Manning and Schutze cover statistical language models very well in their text Foundations of Statistical Natural Language Processing, but they don't seem to cover spelling (at least it is not in the index). We used the open source NLTK version 2.0 with Python version 2.6 (Python Software Foundation, Wolfeboro Falls, NH, USA) to analyze preprocessed text. James Allen, Natural Language Processing, Pearson Education, 2003. What surprised me is that I thought Dean and Bill, being highly accomplished engineers and mathematicians, would have good intuitions about statistical language processing problems such as spelling correction. Tomek Strzalkowski “ Natural Language Information Retrieval “, Kluwer academic. Jurafsky, Dan and Martin, James, Speech and Language Processing, Second Edition, Prentice Hall, 2008. Half the chapter drafts are up. Foundation (DFG), university funds and industry grants.